most citedCompression with Exact Error Distribution for Federated Learning

4 citations · 4 across the 4 of their papers we have counts for

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stat.ML2025

Neural Optimal Transport Meets Multivariate Conformal Prediction

Vladimir Kondratyev, Alexander Fishkov, Nikita Kotelevskii +4

We propose a framework for conditional vector quantile regression (CVQR) that combines neural optimal transport with amortized optimization, and apply it to multivariate conformal…

stat.ML2025

Valid Selection among Conformal Sets

Mahmoud Hegazy, Liviu Aolaritei, Michael I. Jordan +1

Conformal prediction offers a distribution-free framework for constructing prediction sets with coverage guarantees. In practice, multiple valid conformal prediction sets may be av…